Reservoir computing as digital twins for nonlinear dynamical systems.
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DOI: 10.1063/5.0138661
Abstract: We articulate the design imperatives for machine learning based digital twins for nonlinear dynamical systems, which can be used to monitor the "health" of the system and anticipate future collapse. The fundamental requirement for digital… read more here.
Keywords: system; digital twins; twins nonlinear; nonlinear dynamical ... See more keywords